Evidence map›Paper›PMID 38458110›Full record

ArticleEBioMedicine2024

The performance of 11 fingertip pulse oximeters during hypoxemia in healthy human participants with varied, quantified skin pigment.

Gregory Leeb, Isabella Auchus, Tyler Law, Philip Bickler, John Feiner, Shamsudini Hashi, Ellis Monk, Elizabeth Igaga, Michael Bernstein, Yu Celine Chou and 8 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in EBioMedicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06459167 (Position Intervention to Reduce Hypoxemia in Sedation Patients), which is not on this map. Cited by 24 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed, 3 pooled it
14.3field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06459167 naunknown statusnot on this map

Position Intervention to Reduce Hypoxemia in Sedation Patients

TypeinterventionalSponsorFirst Affiliated Hospital of Zhejiang UniversityRan2024 to 2026Enrolled1,752ConditionsHypoxemia, Sedation Complication, Emergencies, Airway RemodelingArmsThe position adopted when patients undergoing procedure or surgery
3 · Its place in the literature

Who cites it

24 citing papers in PubMed, 3 syntheses or guidelines pooled it, 34 citations in OpenAlex.

  1. Pooled it
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  15. Confronting Hypoxemic Respiratory Failure in Africa: If Not Now, When?Annals of the American Thoracic Society · 2025
    Article
  16. Article
  17. Multidiagnostic chest-worn patch to detect obstructive sleep apnea and cardiac arrhythmias.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2025
    Article
  18. Article
  19. Review
  20. Thermal Rejection Assessment: New Strategies for Early Detection.Transplant international : official journal of the European Society for Organ Transplantation · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

18 authors at 5 institutions in 2 countries.

Gregory LeebDepartment of Anesthesia, University of California, San Francisco, USA.
Isabella AuchusDepartment of Anesthesia, University of California, San Francisco, USA. Electronic address: isabella.auchus@ucsf.edu.
Tyler LawDepartment of Anesthesia, University of California, San Francisco, USA.
Philip BicklerDepartment of Anesthesia, University of California, San Francisco, USA.
John FeinerDepartment of Anesthesia, University of California, San Francisco, USA.
Shamsudini HashiDepartment of Anesthesia, University of California, San Francisco, USA.
Ellis MonkDepartment of Sociology, Harvard University, USA.
Elizabeth IgagaDepartment of Anesthesia, College of Health Sciences, Makerere University, Uganda.
Michael BernsteinPhysio Monitor, LLC, San Ramon, CA, USA.
Yu Celine ChouDepartment of Anesthesia, University of California, San Francisco, USA.
Caroline HughesDepartment of Anesthesia, University of California, San Francisco, USA.
Deleree SchornackDepartment of Anesthesia, University of California, San Francisco, USA.
Jenna LesterDepartment of Dermatology, University of California, San Francisco, USA.
Kelvin MooreUniversity of California, San Francisco School of Medicine, USA.
Olubunmi OkunlolaDepartment of Anesthesia, New York University Langone Hospital Brooklyn, USA.
Jana FernandezDepartment of Anesthesia, University of California, San Francisco, USA.
Leonid ShmuylovichDepartment of Dermatology, Washington University in St. Louis, USA. Electronic address: shmuylol@wustl.edu.
Michael LipnickDepartment of Anesthesia, University of California, San Francisco, USA; University of California, San Francisco Institute for Global Health Sciences, USA.
University of California, San Francisco · USBrooklyn Hospital Center · USHarvard University · USMakerere University · UGWashington University in St. Louis · US

Funding

The Optics of Health: Race Skin Tone Minority Health and Health Disparities in the U.S.DP2MH132941 · NIMH · HARVARD UNIVERSITY · PI MONK, ELLIS · 2022 to 2022
$1.5M
NIMH NIH HHS DP2 MH132941
6 · The paper itself

Abstract

backgroundFingertip pulse oximeters are widely available, inexpensive, and commonly used to make clinical decisions in many settings. Device performance is largely unregulated and poorly characterised, especially in people with dark skin pigmentation.

methodsEleven popular fingertip pulse oximeters were evaluated using the US Food and Drug Administration (FDA) Guidance (2013) and International Organization for Standardization Standards (ISO, 2017) in 34 healthy humans with diverse skin pigmentation utilising a controlled desaturation study with arterial oxygen saturation (SaO 2) plateaus between 70% and 100%. Skin pigmentation was assessed subjectively using a perceived Fitzpatrick Scale (pFP) and objectively using the individual typology angle (ITA) via spectrophotometry at nine anatomical sites.

findingsFive of 11 devices had a root mean square error (ARMS) > 3%, falling outside the acceptable FDA performance range. Nine devices demonstrated worse performance in participants in the darkest skin pigmentation category compared with those in the lightest category. A commonly used subjective skin colour scale frequently miscategorised participants as being darkly pigmented when compared to objective quantification of skin pigment by ITA.

interpretationFingertip pulse oximeters have variable performance, frequently not meeting regulatory requirements for clinical use, and occasionally contradicting claims made by manufacturers. Most devices showed a trend toward worse performance in participants with darker skin pigment. Regulatory standards do not adequately account for the impact of skin pigmentation on device performance. We recommend that the pFP and other non-standardised subjective skin colour scales should no longer be used for defining diversity of skin pigmentation. Reliable methods for characterising skin pigmentation to improve diversity and equitable performance of pulse oximeters are needed.

fundingThis study was conducted as part of the Open Oximetry Project funded by the Gordon and Betty Moore Foundation, Patrick J McGovern Foundation, and Robert Wood Johnson Foundation. The UCSF Hypoxia Research Laboratory receives funding from multiple industry sponsors to test the sponsors' devices for the purposes of product development and regulatory performance testing. Data in this paper do not include sponsor's study devices. All data were collected from devices procured by the Hypoxia Research Laboratory for the purposes of independent research. No company provided any direct funding for this study, participated in study design or analysis, or was involved in analysing data or writing the manuscript. None of the authors own stock or equity interests in any pulse oximeter companies. Dr Ellis Monk's time utilised for data analysis, reviewing and editing was funded by grant number: DP2MH132941.

Indexed as

OximetryOxygenHealthy VolunteersHumansHypoxiaSkin PigmentationOxygenLow-cost oximeterMedical devicesPulse oximeterSkin pigmentation

Identifiers

PMID38458110
PMCPMC10943300
OpenAlexW4393178864

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.